14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Less is More: Convergence Benefits of Fewer Data Weight Updates over Longer Horizon
Rudrajit Das, Neel Patel, Meisam Razaviyayn +1
Data mixing--the strategic reweighting of training domains--is a critical component in training robust machine learning models. This problem is naturally formulated as a bilevel op…
cs.LG2019★ 14 cited
Rényi Fair Inference
Sina Baharlouei, Maher Nouiehed, Ahmad Beirami +1
Machine learning algorithms have been increasingly deployed in critical automated decision-making systems that directly affect human lives. When these algorithms are only trained t…